A Red Velvet Cake is very dramatic looking with its bright red color that is offset by a creamy white frosting. If we look beyond the striking appearance of this cake, we will find that it has a mild chocolate flavor with a moist and tender crumb. The mild chocolate flavor comes from adding a small amount of cocoa powder to the batter and buttermilk gives it a moist and tender crumb.